SENIOR: Efficient Query Selection and Preference-Guided Exploration in Preference-based Reinforcement Learning

Hexian Ni, Tao Lu, Haoyuan Hu +2

Preference-based Reinforcement Learning (PbRL) methods provide a solution to avoid reward engineering by learning reward models based on human preferences. However, poor feedback-…